{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "bfd61164",
   "metadata": {},
   "source": [
    "# 归零滤波器示例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f62121a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.signal as signal\n",
    "\n",
    "# 生成输入信号（包含原始信号和干扰信号）\n",
    "fs = 100  # 采样频率\n",
    "t = np.linspace(0, 1, fs, endpoint=False)  # 时间轴\n",
    "f1 = 10  # 原始信号频率\n",
    "f2 = 20  # 干扰信号频率\n",
    "x = np.cos(2 * np.pi * f1 * t) + np.cos(2 * np.pi * f2 * t)\n",
    "\n",
    "# 设计归零滤波器（陷波滤波器）\n",
    "notch_freq = 20  # 要消除的干扰信号频率\n",
    "b, a = signal.iirnotch(notch_freq, 30, fs)  # 设计陷波滤波器，品质因数Q=30\n",
    "\n",
    "# 应用滤波器\n",
    "filtered_x = signal.lfilter(b, a, x)\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# 原始信号\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(t, x)\n",
    "plt.title('Original Signal')\n",
    "plt.ylabel('Amplitude')\n",
    "\n",
    "# 滤波后的信号\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.plot(t, filtered_x)\n",
    "plt.title('Filtered Signal (Nulling Filter)')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Amplitude')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
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